---
title: "SwarmVault"
pageType: "tool-profile"
schemaVersion: "1.0"
snapshotId: "tv-20260915-f4c107995a2e"
generatedAt: "2026-09-15T07:02:20.000Z"
canonicalUrl: "https://toolvitals.com/tools/swarmvault/"
jsonUrl: "https://toolvitals.com/api/agent/tools/swarmvault"
indexable: true
---

# SwarmVault

Local-first RAG knowledge base compiler with MCP server support.

## Decision context

- Status: critical
- ToolVitals score: 32/100
- Health score: 38/100
- Shipping score: 22/100
- Score mode: verdict
- Data confidence: 90/100
- Source coverage: 100/100
- Last evidence check: 2026-09-15

## Classification

- Use case: Notes & Knowledge Base (notes-knowledge-base)
- Category: Notes & Knowledge (note-taking)
- Tool mode: Source-visible project
- Openness: OSI-approved OSS
- License: MIT
- Tags: developer-tools, knowledge-base, rag, mcp, open-source, ai-agents, claude-code, claude-skills, codex, codex-skills, embeddings, karpathy, knowledge-graph, llm, llm-wiki, local-first

## Public repository signals

- Repository: [swarmclawai/swarmvault](https://github.com/swarmclawai/swarmvault)
- Stars: 689 (adoption context only)
- Forks: 79
- Open issues: 8
- Last commit date: 2026-07-01
- Releases in 90 days: 0

## Source receipts

- [Official website](https://swarmvault.ai/) — checked 2026-09-15
- [Source repository](https://github.com/swarmclawai/swarmvault) — checked 2026-09-15

## Discovery status

- Search indexable: yes
- Reason: sufficient tool evidence

## Interpretation limits

- ToolVitals scores summarize bounded public maintenance, shipping, openness, and evidence signals. They are not user-review ratings.
- GitHub stars and related popularity metrics are adoption context, not quality evidence.
- Missing values mean not collected or not confidently established; they do not mean zero.
- Public signals do not prove security, uptime, support quality, customer satisfaction, or production suitability.
- Verify material decisions against the linked first-party sources and your own requirements.